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Tianren Ma

7 papers hereh-index 480 citations11 works total

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author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
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1 paper · 1 filter

cs.AI2025

Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models

Tianren Ma, Mu Zhang, Yibing Wang +1

Optimizing discrete diffusion model (DDM) with rewards remains a challenge: the non-autoregressive paradigm makes importance sampling intractable and rollout complex, puzzling rein…

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